Contents
<ol>
<li><a class="" href="#Imports">Imports</a></li>
- L1
- L2
- Var Variance/Value at Risk
- Stress Testing
- S&P 500
- Alpha
- Beta
- Market and Idiosyncratic Risk
- Normal and Cauchy Distribution
- Central Limit Theorem
- Covariance and Correlation
- L3
- Insurance
- Risk Pooling
- Different Insurance Risks
- Health Insurance
- The Health Maintenance Organization
- EMTALA (Emergency Medical Treatment and Active Labor Act)
- L4
Imports
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import mplfinance as mpf
import matplotlib.dates as mdates
import datetime as dt
import plotly.graph_objects as go
import plotly.express as px
import plotly.io as pio
from plotly.subplots import make_subplots
pio.renderers.default = "notebook"
pio.templates.default = "plotly_dark"
import gc
import warnings
warnings.filterwarnings('ignore')
plt.rcParams['figure.figsize'] = [12, 8]
Topics cum Notes
L1

A brief list of topics are: - Risk - Insurance - Diversification - History of Finance - Innovation - Behavioral Finance - Debt - Stocks - Real Estate - Regulation - Banking - Futures - Monetary Policy - Endowment Management - Investment Banking - Options - Money Managers - Exchanges - Public Finance - Nonprofit Finance - Purpose of Finance
L2
Var Variance/Value at Risk
Value at risk is a measure used by some finance people to quantify risk of of an investment or of a portfolio and it's quoted in units of dollars for a given probability and time horizon. For example, if it says lets's say 1%, one-year value at risk of 10 million, it means that there is a 1% chance that the portfolio will lose 10 million in one year.
Stress Testing
The stress test is a test usually ordered by government to see how some firm will stand up to a financial crisis.
Stress testing is a computer simulation technique used to test the resilience of institutions and investment portfolios against possible future financial situations. Such testing is customarily used by the financial industry to help gauge investment risk and the adequacy of assets and help evaluate internal processes and controls. In recent years, regulators have also required financial institutions to carry out stress tests to ensure their capital holdings and other assets are adequate.
S&P 500
S&P 500 is a stock market index that measures the stock performance of 500 large companies listed on stock exchanges in the United States. It is one of the most commonly followed equity indices. The S&P 500 index components and their weightings are determined by S&P Dow Jones Indices. S&P 500 is widely regarded as the best single gauge of large-cap U.S. equities.
The S&P 500 index is a free-float weighted/capitalization-weighted index. As of August 31, 2022, the nine largest companies on the list of S&P 500 companies accounted for 27.8% of the market capitalization of the index and were, in order of highest to lowest weighting: Apple, Microsoft, Alphabet (including both class A & C shares), Amazon.com, Tesla, Berkshire Hathaway, UnitedHealth Group, Johnson & Johnson and ExxonMobil.
snp = pd.read_csv('Data/GSPC.csv', parse_dates=['Date'], index_col='Date')
snp.head()
| Open | High | Low | Close | Volume | |
|---|---|---|---|---|---|
| Date | |||||
| 1927-12-30 | 17.660000 | 17.660000 | 17.660000 | 17.660000 | 0.0 |
| 1928-01-03 | 17.760000 | 17.760000 | 17.760000 | 17.760000 | 0.0 |
| 1928-01-04 | 17.719999 | 17.719999 | 17.719999 | 17.719999 | 0.0 |
| 1928-01-05 | 17.549999 | 17.549999 | 17.549999 | 17.549999 | 0.0 |
| 1928-01-06 | 17.660000 | 17.660000 | 17.660000 | 17.660000 | 0.0 |
px.line(snp, x=snp.index, y='Close', title='S&P 500')
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